Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9982945 0.9822097
bt 0.9616774 0.7862493
maxnet 0.9102796 0.7312734
gam 0.8255083 0.5385233
glm 0.8317616 0.5901552

Variable Importance

Partial Dependence